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Sung-Wook Yoo

Korea University · 医学

研究室紹介

Professor Sung-Wook Yoo's research lab specializes in cerebrovascular disease epidemiology and clinical stroke outcomes, with a strong focus on stroke prevention, management, and prognostic factors in diverse patient populations. The lab investigates the impact of medical therapies—particularly statins and blood pressure control—on stroke outcomes, especially in cardioembolic and intracerebral hemorrhage patients. Utilizing large-scale, multicenter, real-world datasets and advanced machine learning techniques, the lab develops predictive models for neurological deterioration and stroke recurrence, emphasizing clinical applicability and interpretability. Their work bridges population-level stroke statistics with individualized risk prediction, aiming to improve stroke care quality and health policy in Korea and beyond.

stroke outcomesstatin therapyintracerebral hemorrhagemachine learningcardioembolic stroke

Research Overview

Papers
115
Total Citations
1,655
Papers (5y)
22
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
22total
2022
2023
2024
2025
2026
Citations per year (5y)
41total
20222023202420252026

Selected Papers

15
1
Article|246 citations·2018
Executive Summary of Stroke Statistics in Korea 2018: A Report from the Epidemiology Research Council of the Korean Stroke Society
Jun Yup Kim, Kyusik Kang, Jihoon Kang, Jaseong Koo, Dae-Hyun Kim, Beom Joon Kim, Wook-Joo Kim, Eung Gyu Kim, Jae Guk Kim, Jeong‐Min Kim, Joon‐Tae Kim, Chulho Kim
SJR Q1Journal of StrokeOA

Despite the great socioeconomic burden of stroke, there have been few reports of stroke statistics in Korea. In this scenario, the Epidemiologic Research Council of the Korean Stroke Society launched the "Stroke Statistics in Korea" project, aimed at writing a contemporary, comprehensive, and representative report on stroke epidemiology in Korea. This report contains general statistics of stroke, prevalence of behavioral and vascular risk factors, stroke characteristics, pre-hospital system of c

EpidemiologyMedicine
2
Article|154 citations·2015
Prognostic Significance of Perihematomal Edema in Acute Intracerebral Hemorrhage
Jie Yang, Hisatomi Arima, Guojun Wu, Emma Heeley, Candice Delcourt, Junshan Zhou, Guofang Chen, Xia Wang, Shihong Zhang, Sungwook Yu, John Chalmers, Craig S. Anderson
SJR Q1Stroke

BACKGROUND AND PURPOSE: Controversy exists over the prognostic significance of perihematomal edema (PHE) in intracerebral hemorrhage. We aimed to determine the association of early PHE and clinical outcome among participants of the Intensive Blood Pressure Reduction in Acute Cerebral Hemorrhage Trial (INTERACT) studies. METHODS: Pooled analyses of computed tomographic substudies in the pilot phase (INTERACT1) and main phase (INTERACT2), both international, prospective, open, blinded end point, r

NeurologyMedicine
3
Article|108 citations·2018
Neutrophil to lymphocyte ratio and early clinical outcomes in patients with acute ischemic stroke
Sungwook Yu, Hisatomi Arima, Carin Bertmar, Stephen Clarke, Geoffrey Herkes, Martín Krause
SJR Q1Journal of the Neurological Sciences
OncologyMedicine
4
Article|99 citations·2019
Post-stroke cognitive impairment as an independent predictor of ischemic stroke recurrence: PICASSO sub-study
The PICASSO investigators, Hyuk Sung Kwon, Dongwhane Lee, Min Hwan Lee, Sungwook Yu, Jae‐Sung Lim, Kyung‐Ho Yu, Mi Sun Oh, Ji Sung Lee, Keun‐Sik Hong, Eun‐Jae Lee, Dong‐Wha Kang
SJR Q1Journal of Neurology
EpidemiologyMedicine
5
Article|96 citations·2018
Prevention of cardiovascular events in Asian patients with ischaemic stroke at high risk of cerebral haemorrhage (PICASSO): a multicentre, randomised controlled trial
Bum Joon Kim, Eun‐Jae Lee, Sun U. Kwon, Jong‐Ho Park, Yong‐Jae Kim, Keun‐Sik Hong, Ka Sing Wong, Sungwook Yu, Yang‐Ha Hwang, Ji Sung Lee, Juneyoung Lee, Joung‐Ho Rha
SJR Q1The Lancet Neurology
EpidemiologyMedicine
6
Review|82 citations·2016
Takotsubo-Like Myocardial Dysfunction in Ischemic Stroke
Jin‐Man Jung, Jae-Gyum Kim, Jung Bin Kim, Kyung‐Hee Cho, Sungwook Yu, Kyungmi Oh, Yong‐Hyun Kim, Jeong‐Yoon Choi, Woo‐Keun Seo
SJR Q1StrokeOA

BACKGROUND AND PURPOSE: We investigated clinical and radiological characteristics of ischemic stroke patients with Takotsubo-like myocardial dysfunction. METHODS: From multicenter stroke registry database, ischemic stroke patients who underwent transthoracic echocardiography were found. Among these, patients were classified if they had specific ventricular regional wall motion abnormalities discording with coronary artery distribution, such as apical (typical pattern) or nonapical ballooning (at

Cardiology and Cardiovascular MedicineMedicine
7
Article|62 citations·2007
Effect of Endovascular Hypothermia on Acute Ischemic Edema: Morphometric Analysis of the ICTuS Trial
Kama Z. Guluma, Haeryong Oh, Sungwook Yu, Brett C. Meyer, Karen Rapp, Patrick D. Lyden
SJR Q1Neurocritical Care
Critical Care and Intensive Care MedicineMedicine
8
Article|54 citations·2015
White blood cell count and clinical outcomes after intracerebral hemorrhage: The INTERACT2 trial
Sungwook Yu, Hisatomi Arima, Emma Heeley, Candice Delcourt, Martín Krause, Bin Peng, Jie Yang, Guojun Wu, Xiaoying Chen, John Chalmers, Craig S. Anderson
SJR Q1Journal of the Neurological Sciences
NeurologyMedicine
9
Article|44 citations·2014
Statins Improve Survival in Patients With Cardioembolic Stroke
Jeong‐Yoon Choi, Woo‐Keun Seo, Sung Hoon Kang, Jin‐Man Jung, Kyung‐Hee Cho, Sungwook Yu, Kyungmi Oh
SJR Q1Stroke

BACKGROUND AND PURPOSE: The objective of this study was to investigate the potential benefits of statin therapy on mortality and stroke recurrence after cardioembolic stroke. METHODS: In this retrospective observational study, we analyzed data from 535 patients with first-ever cardioembolic stroke. Patients were classified into nonstatin, low-potency statin, and high-potency statin groups. The primary outcomes were time to mortality and time to recurrent stroke. RESULTS: The mean duration of fol

SurgeryMedicine
10
Review|43 citations·2015
Chronic kidney disease and intravenous thrombolysis in acute stroke: A systematic review and meta-analysis
Jin‐Man Jung, Hyun Jung Kim, Hyeong Sik Ahn, Il Min Ahn, Young-Rok Do, Jeong‐Yoon Choi, Woo‐Keun Seo, Kyungmi Oh, Kyung‐Hee Cho, Sungwook Yu
SJR Q1Journal of the Neurological Sciences
EpidemiologyMedicine
11
Article|42 citations·2019
Effect of Statin Therapy on Outcomes of Patients With Acute Ischemic Stroke and Atrial Fibrillation
Kang‐Ho Choi, Woo‐Keun Seo, Man‐Seok Park, Joon‐Tae Kim, Jong‐Won Chung, Oh Young Bang, Gyeong‐Moon Kim, Tae‐Jin Song, Bum Joon Kim, Sung Hyuk Heo, Jin‐Man Jung, K J Oh
SJR Q1Journal of the American Heart AssociationOA

Background There is insufficient evidence on the effect of statins, particularly high-intensity statins, in patients with acute ischemic stroke and atrial fibrillation. We investigated the impact of statins on the outcomes in these patients, including those who might be vulnerable to statin therapy and those without clinical atherosclerotic cardiovascular diseases. Methods and Results A total of 2153 patients with acute ischemic stroke and atrial fibrillation were enrolled in the present nationw

SurgeryMedicine
12
Article|40 citations·2021
Interpretable machine learning for early neurological deterioration prediction in atrial fibrillation-related stroke
Seong-Hwan Kim, Eun‐Tae Jeon, Sungwook Yu, Kyungmi Oh, Chi Kyung Kim, Tae‐Jin Song, Yong‐Jae Kim, Sung Hyuk Heo, Kwang‐Yeol Park, Jeong‐Min Kim, Jong‐Ho Park, Jay Chol Choi
SJR Q1Scientific ReportsOA

We aimed to develop a novel prediction model for early neurological deterioration (END) based on an interpretable machine learning (ML) algorithm for atrial fibrillation (AF)-related stroke and to evaluate the prediction accuracy and feature importance of ML models. Data from multicenter prospective stroke registries in South Korea were collected. After stepwise data preprocessing, we utilized logistic regression, support vector machine, extreme gradient boosting, light gradient boosting machine

EpidemiologyMedicine
13
Article|27 citations·2015
Depression but not anxiety predicts recurrent cerebrovascular events
Sungwook Yu, Hisatomi Arima, Carin Bertmar, Yoichiro Hirakawa, Miriam Priglinger, Kelly Evans, Martín Krause
SJR Q1Acta Neurologica Scandinavica

Depression occurring early after stroke was associated with the increased risk of recurrent cerebrovascular events in ischemic stroke survivors. Care plan to detect and manage depression should be implemented to prevent recurrent stroke.

RehabilitationMedicine
14
Article|19 citations·2016
Driving in stroke survivors aged 18–65 years: The Psychosocial Outcomes In StrokE (POISE) Cohort Study
Sungwook Yu, Janani Muhunthan, Richard I. Lindley, Nick Glozier, Stephen Jan, Craig S. Anderson, Qiang Li, Maree L. Hackett
SJR Q1International Journal of StrokeOA

BACKGROUND: There is limited information regarding return to driving after stroke. AIMS: To determine the frequency and predictors of return to driving within 1 month of acute stroke in younger (age 18-65 years) adults. METHODS: POISE (Psychosocial Outcomes In StrokE) was a cohort study conducted in Australia between October 2008 and June 2010. Consecutive patients (age 18-65 years) with a recent (≤28 days) acute stroke were recruited. Validated demographic, clinical, mental health, cognitive, a

Physical Therapy, Sports Therapy and RehabilitationHealth Professions
15
Article|19 citations·2021
Influence of Type D Personality on Health Promoting Behaviours and Quality of Life in Stroke Patients: A Cross-Sectional Study in South Korea
Sung Reul Kim, Sung Reul Kim, Sunho Kim, Sunho Kim, Bang-Hoon Cho, Sungwook Yu, Kyung‐Hee Cho
SJR Q1Journal of Stroke and Cerebrovascular Diseases
Cardiology and Cardiovascular MedicineMedicine

Research Areas

Cardiology and Cardiovascular MedicineNeurologyEpidemiologySurgeryPulmonary and Respiratory MedicineEndocrinology, Diabetes and Metabolism

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